4 papers · 1 filter
A Surface-based Multimodal Framework for Multitask Analysis in Alzheimer's Disease
Shuo Huang, Jianwei Zhang, Lujia Zhong +4
Alzheimer's Disease (AD) is a progressive neurodegenerative disorder, and longitudinal analysis is critical for early detection and effective intervention. Developing models capabl…
Diffusion Model-based FOD Restoration from High Distortion in dMRI
Shuo Huang, Lujia Zhong, Yonggang Shi
Fiber orientation distributions (FODs) is a popular model to represent the diffusion MRI (dMRI) data. However, imaging artifacts such as susceptibility-induced distortion in dMRI c…
Tau Anomaly Detection in PET Imaging via Bilateral-Guided Deterministic Diffusion Model
Lujia Zhong, Shuo Huang, Jiaxin Yue +4
The emergence of tau PET imaging over the last decade has enabled Alzheimer's disease (AD) researchers to examine tau pathology in vivo and more effectively characterize the diseas…
Anatomy-Guided Surface Diffusion Model for Alzheimer's Disease Normative Modeling
Jianwei Zhang, Yonggang Shi
Normative modeling has emerged as a pivotal approach for characterizing heterogeneity and individual variance in neurodegenerative diseases, notably Alzheimer's disease(AD). One of…